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Intro
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Classroom Contents
Data Science for Business - Repeatable and Objective Data Science Process
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- 1 Intro
- 2 Goal of data science
- 3 Team Data Science Process
- 4 Business Understanding
- 5 The iterative process
- 6 Define a target
- 7 Data preparation
- 8 Supervised models
- 9 Feature engineering
- 10 Model tuning
- 11 Evaluation
- 12 Take a step back
- 13 The model
- 14 Deploy
- 15 Questions
- 16 Real business examples
- 17 Business example cases
- 18 Core competencies of a data scientist
- 19 How does TDSP improve
